Title :
Exponentially Synchronization of Stochastic Complex Networks with Time-varying Delays and Switching Topology via Pinning Control
Author :
Wang, Jingyi ; Feng, Jianwen ; Zhao, Yi
Author_Institution :
Coll. of Math. & Comput. Sci., Shenzhen Univ., Shenzhen, China
Abstract :
In this paper, the exponentially synchronization is investigated for stochastic complex networks with both switching topology and time-varying delays via pinning control. The model of complex network is quite general since many factors such as noise perturbations, switching topology and internal and outer time-varying delays are considered. By employing the Lyapunov-Krasovskii functional, the Ito formula, stochastic analysis theory as well as linear matrix inequality (LMI), the sufficient conditions are derived to guarantee the exponentially synchronization. The numerical examples are provided to show the effectiveness of the theoretical results.
Keywords :
Lyapunov methods; complex networks; delays; linear matrix inequalities; stochastic systems; Ito formula; Lyapunov-Krasovskii functional; exponentially synchronization; linear matrix inequality; noise perturbations; pinning control; stochastic analysis theory; stochastic complex networks; switching topology; time-varying delays; Complex networks; Couplings; Delay; Switches; Synchronization; Topology; Exponentially Synchronization; Pinning Control; Stochastic Complex Networks; Switching; Time-varying Delays;
Conference_Titel :
Computational Intelligence and Security (CIS), 2011 Seventh International Conference on
Conference_Location :
Hainan
Print_ISBN :
978-1-4577-2008-6
DOI :
10.1109/CIS.2011.66
